Hierarchical Neural Networks for Image Interpretation download ebook
Hierarchical Neural Networks for Image Interpretation download ebook
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Author: Sven Behnke
Number of Pages: 240 pages
Published Date: 01 Sep 2003
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Publication Country: Berlin, Germany
Language: English
ISBN: 9783540407225
File size: 33 Mb
File Name: hierarchical.neural.networks.for.image.interpretation.pdf
Download Link: hierarchical neural networks for image interpretation
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Human performance in visual perception by far exceeds the performance of contemporary computer vision systems. While humans are able to perceive their environment almost instantly and reliably under a wide range of conditions, computer vision systems work well only under controlled conditions in limited domains. This book sets out to reproduce the robustness and speed of human perception by proposing a hierarchical neural network architecture for iterative image interpretation. The proposed architecture can be trained using unsupervised and supervised learning techniques. Applications of the proposed architecture are illustrated using small networks. Furthermore, several larger networks were trained to perform various nontrivial computer vision tasks.
Read online Hierarchical Neural Networks for Image Interpretation Buy Hierarchical Neural Networks for Image Interpretation Download and read Hierarchical Neural Networks for Image Interpretation for pc, mac, kindle, readers Download to iPad/iPhone/iOS, B&N nook Hierarchical Neural Networks for Image Interpretation ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent
Hierarchical Neural Networks for Image Interpretation. Sven Behnke
Author: Sven Behnke
Number of Pages: 240 pages
Published Date: 01 Sep 2003
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Publication Country: Berlin, Germany
Language: English
ISBN: 9783540407225
File size: 33 Mb
File Name: hierarchical.neural.networks.for.image.interpretation.pdf
Download Link: hierarchical neural networks for image interpretation
---------------------------------------------------------------
Human performance in visual perception by far exceeds the performance of contemporary computer vision systems. While humans are able to perceive their environment almost instantly and reliably under a wide range of conditions, computer vision systems work well only under controlled conditions in limited domains. This book sets out to reproduce the robustness and speed of human perception by proposing a hierarchical neural network architecture for iterative image interpretation. The proposed architecture can be trained using unsupervised and supervised learning techniques. Applications of the proposed architecture are illustrated using small networks. Furthermore, several larger networks were trained to perform various nontrivial computer vision tasks.
Read online Hierarchical Neural Networks for Image Interpretation Buy Hierarchical Neural Networks for Image Interpretation Download and read Hierarchical Neural Networks for Image Interpretation for pc, mac, kindle, readers Download to iPad/iPhone/iOS, B&N nook Hierarchical Neural Networks for Image Interpretation ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent